CN111492437A - 支持医学决策的方法和系统 - Google Patents

支持医学决策的方法和系统 Download PDF

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Publication number
CN111492437A
CN111492437A CN201780097565.8A CN201780097565A CN111492437A CN 111492437 A CN111492437 A CN 111492437A CN 201780097565 A CN201780097565 A CN 201780097565A CN 111492437 A CN111492437 A CN 111492437A
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patient
medical
data
training
facts
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Chinese (zh)
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I·S·德罗金
O·L·布赫瓦洛夫
S·Y·索罗金
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Intertek Straight Line Co ltd
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    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H50/00—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
    • G16H50/20—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for computer-aided diagnosis, e.g. based on medical expert systems
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H50/00—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
    • G16H50/70—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for mining of medical data, e.g. analysing previous cases of other patients
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/72—Signal processing specially adapted for physiological signals or for diagnostic purposes
    • A61B5/7235—Details of waveform analysis
    • A61B5/7264—Classification of physiological signals or data, e.g. using neural networks, statistical classifiers, expert systems or fuzzy systems
    • A61B5/7267—Classification of physiological signals or data, e.g. using neural networks, statistical classifiers, expert systems or fuzzy systems involving training the classification device
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H10/00—ICT specially adapted for the handling or processing of patient-related medical or healthcare data
    • G16H10/60—ICT specially adapted for the handling or processing of patient-related medical or healthcare data for patient-specific data, e.g. for electronic patient records
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H50/00—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
    • G16H50/50—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for simulation or modelling of medical disorders
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H70/00—ICT specially adapted for the handling or processing of medical references
    • G16H70/20—ICT specially adapted for the handling or processing of medical references relating to practices or guidelines
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H70/00—ICT specially adapted for the handling or processing of medical references
    • G16H70/60—ICT specially adapted for the handling or processing of medical references relating to pathologies

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  • Engineering & Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • Medical Informatics (AREA)
  • Public Health (AREA)
  • General Health & Medical Sciences (AREA)
  • Data Mining & Analysis (AREA)
  • Biomedical Technology (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Primary Health Care (AREA)
  • Epidemiology (AREA)
  • Databases & Information Systems (AREA)
  • Software Systems (AREA)
  • Pathology (AREA)
  • Artificial Intelligence (AREA)
  • Mathematical Physics (AREA)
  • General Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Evolutionary Computation (AREA)
  • Computing Systems (AREA)
  • Molecular Biology (AREA)
  • Biophysics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Computational Linguistics (AREA)
  • Psychiatry (AREA)
  • Physiology (AREA)
  • Fuzzy Systems (AREA)
  • Signal Processing (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Surgery (AREA)
  • Animal Behavior & Ethology (AREA)
  • Veterinary Medicine (AREA)
  • Bioethics (AREA)
  • Measuring And Recording Apparatus For Diagnosis (AREA)
  • Medical Treatment And Welfare Office Work (AREA)
CN201780097565.8A 2017-12-29 2017-12-29 支持医学决策的方法和系统 Pending CN111492437A (zh)

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RU2017137802A RU2703679C2 (ru) 2017-12-29 2017-12-29 Способ и система поддержки принятия врачебных решений с использованием математических моделей представления пациентов
PCT/RU2017/000819 WO2019132685A1 (fr) 2017-12-29 2017-12-29 Procédé et système d'aide à la prise de décisions médicales

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US (1) US20200303072A1 (fr)
EP (1) EP3734604A4 (fr)
CN (1) CN111492437A (fr)
RU (1) RU2703679C2 (fr)
WO (1) WO2019132685A1 (fr)

Cited By (7)

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CN111973155A (zh) * 2020-08-23 2020-11-24 吾征智能技术(北京)有限公司 一种基于人体口味异常变化的疾病认知自学习系统
CN112037876A (zh) * 2020-09-16 2020-12-04 陈俊霖 慢性病病程阶段分析系统、装置和存储介质
CN113901805A (zh) * 2021-10-15 2022-01-07 长三角信息智能创新研究院 基于标签属性和特征增强的病案文本icd9代码自动分配方法
CN114116860A (zh) * 2020-09-01 2022-03-01 西门子医疗有限公司 跨组织边界地利用医学数据
CN114451914A (zh) * 2020-11-09 2022-05-10 美国西门子医疗系统股份有限公司 用于物理量的超声导出替代物
TWI777319B (zh) * 2020-12-03 2022-09-11 鴻海精密工業股份有限公司 幹細胞密度確定方法、裝置、電腦裝置及儲存介質
US12111244B2 (en) 2020-12-03 2024-10-08 Hon Hai Precision Industry Co., Ltd. Method for calculating a density of stem cells in a cell image, electronic device, and storage medium

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CN111599427B (zh) * 2020-05-14 2023-03-31 郑州大学第一附属医院 一种一元化诊断的推荐方法、装置、电子设备及存储介质
CN111753543B (zh) * 2020-06-24 2024-03-12 北京百度网讯科技有限公司 药物推荐方法、装置、电子设备及存储介质
CN111785370B (zh) * 2020-07-01 2024-05-17 医渡云（北京）技术有限公司 病历数据处理方法及装置、计算机存储介质、电子设备
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RU2742261C1 (ru) * 2020-09-11 2021-02-04 ОБЩЕСТВО С ОГРАНИЧЕННОЙ ОТВЕТСТВЕННОСТЬЮ "СберМедИИ" Цифровая компьютерно-реализуемая платформа для создания медицинских приложений с использованием искусственного интеллекта и способ её работы
CN114255865B (zh) * 2020-09-23 2024-09-13 中国科学院沈阳计算技术研究所有限公司 一种基于循环神经网络的诊疗项目预测方法
CN112349410B (zh) * 2020-11-13 2024-04-09 北京京东尚科信息技术有限公司 用于科室分诊的分诊模型的训练方法、分诊方法和系统
WO2022245863A1 (fr) * 2021-05-18 2022-11-24 Ciitizen, Llc Procédé et système pour l'agrégation de données
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CN113535974B (zh) * 2021-06-28 2024-04-09 科大讯飞华南人工智能研究院（广州）有限公司 诊断推荐方法及相关装置、电子设备、存储介质
CN113421632B (zh) * 2021-07-09 2024-08-06 中国人民大学 一种基于时间序列的心理疾病类型诊断系统
CN113539409B (zh) * 2021-07-28 2024-04-26 平安科技（深圳）有限公司 治疗方案推荐方法、装置、设备及存储介质
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CN114741591B (zh) * 2022-04-02 2024-06-25 西安电子科技大学 一种向学习者推荐学习路径的方法及电子设备
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CN116383405B (zh) * 2023-03-20 2023-09-19 华中科技大学同济医学院附属协和医院 基于动态图序列的病历知识图谱构建方法及系统
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CN120452661B (zh) * 2025-07-10 2025-10-17 四川互慧软件有限公司 基于人工智能的呼吸衰竭治疗方案推荐方法及系统

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Publication number Priority date Publication date Assignee Title
CN111973155A (zh) * 2020-08-23 2020-11-24 吾征智能技术(北京)有限公司 一种基于人体口味异常变化的疾病认知自学习系统
CN111973155B (zh) * 2020-08-23 2023-06-16 吾征智能技术(北京)有限公司 一种基于人体口味异常变化的疾病认知自学习系统
CN114116860A (zh) * 2020-09-01 2022-03-01 西门子医疗有限公司 跨组织边界地利用医学数据
CN112037876A (zh) * 2020-09-16 2020-12-04 陈俊霖 慢性病病程阶段分析系统、装置和存储介质
CN112037876B (zh) * 2020-09-16 2024-07-12 陈俊霖 慢性病病程阶段分析系统、装置和存储介质
CN114451914A (zh) * 2020-11-09 2022-05-10 美国西门子医疗系统股份有限公司 用于物理量的超声导出替代物
TWI777319B (zh) * 2020-12-03 2022-09-11 鴻海精密工業股份有限公司 幹細胞密度確定方法、裝置、電腦裝置及儲存介質
US12111244B2 (en) 2020-12-03 2024-10-08 Hon Hai Precision Industry Co., Ltd. Method for calculating a density of stem cells in a cell image, electronic device, and storage medium
CN113901805A (zh) * 2021-10-15 2022-01-07 长三角信息智能创新研究院 基于标签属性和特征增强的病案文本icd9代码自动分配方法

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WO2019132685A1 (fr) 2019-07-04
EP3734604A4 (fr) 2021-08-11
RU2703679C2 (ru) 2019-10-21
EP3734604A1 (fr) 2020-11-04
US20200303072A1 (en) 2020-09-24
RU2017137802A3 (fr) 2019-07-17
RU2017137802A (ru) 2019-07-01

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